A Comprehensive Survey on Trustworthy Recommender Systems. - Wenqi Fan; Xiangyu Zhao 001; Xiao Chen 016; Jingran Su; Jingtong Gao; Lin Wang 040; Qidong Liu 002; Yiqi Wang 001; Han Xu 002; Lei Chen 002; Qing Li 001 (CoRR, 2022)

A Feedforward PID Control Approach for Reference Tracking of Virtually Coupled Train Set. - Xiaolin Luo; Jingtong Gao; Yang Zhang; Xiao Han; Hongjie Liu (ITSC, 2023)

Trustworthy Recommender Systems: Foundations and Frontiers. - Wenqi Fan; Xiangyu Zhao 001; Lin Wang 040; Xiao Chen 016; Jingtong Gao; Qidong Liu 002; Shijie Wang 002 (KDD, 2023)

AutoTransfer: Instance Transfer for Cross-Domain Recommendations. - Jingtong Gao; Xiangyu Zhao 001; Bo Chen 023; Fan Yan; Huifeng Guo; Ruiming Tang (SIGIR, 2023)

LinRec: Linear Attention Mechanism for Long-term Sequential Recommender Systems. - Langming Liu; Liu Cai; Chi Zhang 060; Xiangyu Zhao 001; Jingtong Gao; Wanyu Wang; Yifu Lv; Wenqi Fan; Yiqi Wang 001; Ming He; Zitao Liu 001; Qing Li 001 (SIGIR, 2023)

Tutorials at The Web Conference 2023. - Valeria Fionda; Olaf Hartig; Reyhaneh Abdolazimi; Sihem Amer-Yahia; Hongzhi Chen; Xiao Chen 016; Peng Cui 001; Jeffrey Dalton 001; Xin Luna Dong; Lisette Espín-Noboa; Wenqi Fan; Manuela Fritz; et al. (WWW (Companion Volume), 2023)

Multi-Task Recommendations with Reinforcement Learning. - Ziru Liu; Jiejie Tian; Qingpeng Cai 001; Xiangyu Zhao 001; Jingtong Gao; Shuchang Liu 006; Dayou Chen; Tonghao He; Dong Zheng; Peng Jiang 002; Kun Gai (WWW, 2023)

Multimodal Recommender Systems: A Survey. - Qidong Liu 002; Jiaxi Hu; Yutian Xiao; Jingtong Gao; Xiangyu Zhao 001 (CoRR, 2023)

Scenario-Aware Hierarchical Dynamic Network for Multi-Scenario Recommendation. - Jingtong Gao; Bo Chen 023; Menghui Zhu; Xiangyu Zhao 001; Xiaopeng Li; Yuhao Wang 006; Yichao Wang 002; Huifeng Guo; Ruiming Tang (CoRR, 2023)

HierRec: Scenario-Aware Hierarchical Modeling for Multi-scenario Recommendations. - Jingtong Gao; Bo Chen 023; Menghui Zhu; Xiangyu Zhao 001; Xiaopeng Li; Yuhao Wang 006; Yichao Wang 002; Huifeng Guo; Ruiming Tang (CIKM, 2024)

BiVRec: Bidirectional View-based Multimodal Sequential Recommendation. - Jiaxi Hu; Jingtong Gao; Xiangyu Zhao 001; Yuehong Hu; Yuxuan Liang; Yiqi Wang 001; Ming He; Zitao Liu 001; Hongzhi Yin (CoRR, 2024)

LLM-enhanced Reranking in Recommender Systems. - Jingtong Gao; Bo Chen 023; Xiangyu Zhao 001; Weiwen Liu; Xiangyang Li; Yichao Wang 002; Zijian Zhang 009; Wanyu Wang; Yuyang Ye 002; Shanru Lin; Huifeng Guo; Ruiming Tang (CoRR, 2024)

LinRec: Linear Attention Mechanism for Long-term Sequential Recommender Systems. - Langming Liu; Xiangyu Zhao 001; Chi Zhang 060; Jingtong Gao; Wanyu Wang; Wenqi Fan; Yiqi Wang 001; Ming He; Zitao Liu 001; Qing Li 001 (CoRR, 2024)

Scenario-Wise Rec: A Multi-Scenario Recommendation Benchmark. - Xiaopeng Li; Jingtong Gao; Pengyue Jia; Yichao Wang 001; Wanyu Wang; Yejing Wang; Yuhao Wang 006; Huifeng Guo; Ruiming Tang (CoRR, 2024)

SMLP4Rec: An Efficient All-MLP Architecture for Sequential Recommendations. - Jingtong Gao; Xiangyu Zhao 001; Muyang Li; Minghao Zhao 002; Runze Wu 001; Ruocheng Guo; Yiding Liu; Dawei Yin (ACM Trans. Inf. Syst., 2024)

GLINT-RU: Gated Lightweight Intelligent Recurrent Units for Sequential Recommender Systems. - Sheng Zhang 028; Maolin Wang 001; Wanyu Wang; Jingtong Gao; Xiangyu Zhao 001; Yu Yang 001; Xuetao Wei; Zitao Liu 001; Tong Xu 001 (KDD (1), 2025)

Generative Auto-Bidding with Value-Guided Explorations. - Jingtong Gao; Yewen Li; Shuai Mao; Peng Jiang 008; Nan Jiang 023; Yejing Wang; Qingpeng Cai 001; Fei Pan; Peng Jiang 002; Kun Gai; Bo An 001; Xiangyu Zhao 001 (SIGIR, 2025)

LLM4Rerank: LLM-based Auto-Reranking Framework for Recommendations. - Jingtong Gao; Bo Chen 023; Xiangyu Zhao 001; Weiwen Liu; Xiangyang Li; Yichao Wang 002; Wanyu Wang; Huifeng Guo; Ruiming Tang (WWW, 2025)

SampleLLM: Optimizing Tabular Data Synthesis in Recommendations. - Jingtong Gao; Zhaocheng Du; Xiaopeng Li; Yichao Wang 002; Xiangyang Li; Huifeng Guo; Ruiming Tang; Xiangyu Zhao 001 (WWW (Companion Volume), 2025)

Joint Modeling in Deep Recommender Systems. - Pengyue Jia; Jingtong Gao; Yejing Wang; Yuhao Wang 006; Xiaopeng Li; Qidong Liu 002; Yichao Wang 002; Bo Chen 023; Huifeng Guo; Ruiming Tang (WWW (Companion Volume), 2025)

GAS: Generative Auto-bidding with Post-training Search. - Yewen Li; Shuai Mao; Jingtong Gao; Nan Jiang 023; Yunjian Xu; Qingpeng Cai 001; Fei Pan; Peng Jiang 002; Bo An 001 (WWW (Companion Volume), 2025)

SampleLLM: Optimizing Tabular Data Synthesis in Recommendations. - Jingtong Gao; Zhaocheng Du; Xiaopeng Li; Yichao Wang 001; Xiangyang Li; Huifeng Guo; Ruiming Tang; Xiangyu Zhao 001 (CoRR, 2025)

From Principles to Applications: A Comprehensive Survey of Discrete Tokenizers in Generation, Comprehension, Recommendation, and Information Retrieval. - Jian Jia; Jingtong Gao; Ben Xue; Junhao Wang; Qingpeng Cai 001; Quan Chen 006; Xiangyu Zhao 001; Peng Jiang 002; Kun Gai (CoRR, 2025)

Joint Modeling in Recommendations: A Survey. - Xiangyu Zhao 001; Yichao Wang 001; Bo Chen 023; Jingtong Gao; Yuhao Wang 006; Xiaopeng Li; Pengyue Jia; Qidong Liu 002; Huifeng Guo; Ruiming Tang (CoRR, 2025)

Multimodal Recommender Systems: A Survey. - Qidong Liu 002; Jiaxi Hu; Yutian Xiao; Xiangyu Zhao 001; Jingtong Gao; Wanyu Wang; Qing Li 001; Jiliang Tang (ACM Comput. Surv., 2025)

Generative Auto-Bidding with Value-Guided Explorations. - Jingtong Gao; Yewen Li; Shuai Mao; Peng Jiang 002; Nan Jiang 023; Yejing Wang; Qingpeng Cai 001; Fei Pan; Kun Gai; Bo An 001; Xiangyu Zhao 001 (CoRR, 2025)

Navigate the Unknown: Enhancing LLM Reasoning with Intrinsic Motivation Guided Exploration. - Jingtong Gao; Ling Pan; Yejing Wang; Rui Zhong; Chi Lu; Qingpeng Cai 001; Peng Jiang 002; Xiangyu Zhao 001 (CoRR, 2025)

HiD-VAE: Interpretable Generative Recommendation via Hierarchical and Disentangled Semantic IDs. - Dengzhao Fang; Jingtong Gao; Chengcheng Zhu; Yu Li 022; Xiangyu Zhao 001; Yi Chang 001 (CoRR, 2025)

Graph Federated Learning for Personalized Privacy Recommendation. - Ce Na; Kai Yang; Dengzhao Fang; Yu Li 022; Jingtong Gao; Chengcheng Zhu; Jiale Zhang; Xiaobing Sun; Yi Chang 001 (CoRR, 2025)